Jens and Claude Opus 5
2b968b74cf
make QA scoring reproducible and threshold-independent
...
The greedy IoU matcher gave a reference to whichever candidate was offered
first. Row order decided that, and every detection in a run shares one
transaction timestamp, so ordering by created_at left the assignment
undefined: the same QA run over the same data produced different mean IoU,
and the geometry shown to a reviewer as a false positive could be the better
of two detections. Candidates are now ranked by confidence with feature
identity as tiebreaker, which is also the COCO/PASCAL rule.
A single precision/recall/F1 triple describes one operating point, so two
models cannot be compared from it: a conservatively calibrated model looks
worse at a low confidence cut and better at a high one without detecting
anything differently. DetectionMetricsService adds the full curve, average
precision and the threshold where F1 actually peaks.
Also:
- report the population the metrics were computed over, so
matches + false_positives equals candidate_feature_count even under an
area filter; raw dataset totals move to the _raw fields;
- state whether candidates are axis-aligned boxes or footprint polygons.
A box can never reach IoU 1 against a rotated building, so the strict
score has a ceiling that has nothing to do with detection quality.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com >
2026-08-22 14:31:21 +02:00
Jens
0209167cfd
fix(results): gate operational AI exports on QA
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
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2026-08-09 11:31:51 +02:00
Jens
5b3c17b494
feat(provenance): govern source snapshots and data inputs
2026-08-01 23:46:17 +02:00
Jens
c76a746cd7
Update
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2026-07-27 23:28:43 +02:00
Jens
9f05451f04
Preserve native orthophoto detail for training
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2026-07-27 01:20:10 +02:00
Jens
ec6f2d9061
Add governed Wallonia and Brussels orthophotos
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2026-07-26 22:02:10 +02:00
Jens
2be72fac58
feat: add governed nationwide AOI orchestration and CUDA enforcement
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-26 05:23:33 +02:00
Jens
25b6f1ab39
feat: make spatial entry optional and authoritative
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-26 03:39:50 +02:00
Codex
115f9850a7
feat: add operator landing and login
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 20:10:21 +02:00
Codex
cee6cd05ae
feat: complete Wallonia land cover and terrain sources
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 06:28:46 +02:00
Codex
c2101ea8f9
feat: complete governed Walloon coverage sources
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 03:39:08 +02:00
Codex
0aff8e3b8c
feat(scope): make Belgium and North Sea operational default
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 02:11:48 +02:00
Codex
20829f1a24
fix(map): make area analysis scale-aware
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GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-21 21:59:56 +02:00
Codex
70c5e34ecf
Add governed SPW bathymetry analysis
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GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-19 04:07:01 +02:00
Codex
50897c3473
Federate official Belgium data sources
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-19 01:34:39 +02:00
Codex
0fae53a7de
Harden RC7 API response contracts
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-18 05:07:35 +02:00
Codex
1e527bf810
Add Belgium and North Sea coverage foundation
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-18 01:45:00 +02:00
Codex
9c402e0df2
Start autonomous Belgium and North Sea RC
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-18 00:12:34 +02:00
Codex
c787fb2184
feat: operationalize Flemish land and nature themes
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 22:38:25 +02:00
Codex
488da4cc83
Add bounded GRB map acquisition
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 21:29:26 +02:00
Codex
47cde21e17
Add bounded terrain and flood analysis
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 20:36:45 +02:00
Codex
4fd6c06f5c
Aggregate regional bathymetry partitions
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 17:08:35 +02:00
Codex
132c4feed8
Add Flemish bathymetry partition workflow
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 16:15:29 +02:00
Codex
5b4e18059a
Add governed bathymetry profile workflow
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 15:25:00 +02:00
Codex
78a5f0b0b2
Close full operational audit findings
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 14:19:02 +02:00
Codex
a29c787238
Complete operational map result workflow
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 12:35:50 +02:00
Codex
da2371d662
Add governed Statbel edition probe
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 22:14:48 +02:00
Codex
0a23e3484c
Add governed ALZ edition probe
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 20:27:07 +02:00
Codex
eed6ee796e
Add governed GRB refresh workflow
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 17:59:00 +02:00
Codex
595967f892
Add official source edition probes
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 17:33:40 +02:00
Codex
1e0e7b6499
Add governed source freshness audit
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 15:05:42 +02:00
Codex
45dc730e76
Complete regional raster exploration
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 14:21:32 +02:00
Codex
035ec3b233
feat: add cross-domain Mol data profile
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 03:06:36 +02:00
Codex
501f824257
Add governed VMM flood hazard scenarios
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 22:14:12 +02:00
Codex
5d8b46ed60
Add governed DHMV terrain analysis
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 18:13:05 +02:00
Codex
fb38eb3e91
feat: add governed hydrology and historical imagery
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 12:17:45 +02:00
Codex
beacdf2560
feat: add source-grounded evolution and Ollama assistant
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 06:45:56 +02:00
Codex
0baa9b069c
feat: add semantic GIS selection metrics
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 06:07:34 +02:00
Codex
d22abe8e7b
feat: add measured detection review loop
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 03:00:08 +02:00
Codex
daccd3869a
feat: add map-driven orthophoto analysis
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 02:01:03 +02:00
Codex
616424e2a2
fix: query persisted work area geometry
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-14 19:38:41 +02:00
Codex
c0943fe7d4
feat: add temporal Mol explorer
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-14 15:19:42 +02:00
Codex
2958c25b6f
feat: make Mol explorer map-first
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-14 13:21:53 +02:00
Codex
1689dce928
Promote focused small-building detector
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-13 12:15:27 +02:00
Codex
6e2a8cbdc4
Add local model asset catalog
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-07-06 20:59:03 +02:00
Codex
368c1ad738
Persist QA feature evidence
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-25 02:57:50 +02:00
Codex
b92faafa74
Persist map selections as derived datasets
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-25 02:25:49 +02:00
Codex
46fe3edfc5
Persist map area selection exports
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-25 02:12:09 +02:00
Codex
851d7220df
Add map area selection extraction
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-25 01:59:57 +02:00
Codex
ca730edc1c
Add demo raster fixture workflow
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-23 00:12:20 +02:00
